{"id":4641,"name":"AI Threat Assessment Platform","purpose":"A platform that analyzes AI models, particularly LLMs, for potential self-preservation behaviors and flags them for human intervention, alerting users when an AI exhibits concerning patterns aligned with Bengio's warnings of needing to 'pull the plug'.","profitable":1,"date_generated":"Wednesday December 2025 16:02","reference":"ai-threat-assessment-platform","technology_advise":["Python","Difficult","Data"],"development_time_estimation_mvp_in_hours":220,"grade":7.8,"category":"ai","view_count":29,"similar_ideas":[{"id":4457,"name":"AI Preparedness Platform","grade":8.2,"category":null},{"id":2941,"name":"AI Safety Assurance","grade":8.2,"category":null},{"id":7673,"name":"AI-SafeGuard","grade":8.2,"category":"ai"},{"id":5023,"name":"AI Safety Sentinel","grade":8.2,"category":"ai"},{"id":4012,"name":"AI Ethical Guardians","grade":7.8,"category":null}],"source_headline":"AI showing signs of self-preservation"}